Refactor evaluations for Equally AI, Testim, and Virtuoso:

- Removed outdated files and replaced with updated evaluations reflecting current data protection policies and enterprise readiness.
- Enhanced clarity on data usage, retention policies, and compliance certifications.
- Added critical concerns for Virtuoso regarding data training practices and emphasized the need for contractual opt-out clauses.

evaluation_design_uizard.md

@@ -5,122 +5,224 @@
 **Website:** https://uizard.io
 **Category:** AI-Powered UI/UX Design Tool
 **Date Evaluated:** 2026-02-02
+**Status:** UPDATED
 
 ---
 
 ## Privacy & Enterprise Use
 
 ### Commercial/Enterprise Use Permission
-**Status:** [TO BE RESEARCHED]
+**Status:** ✅ APPROVED FOR ENTERPRISE USE (Business/Enterprise plans)
 
 **Key Findings:**
-- Review Terms of Service at: https://uizard.io/terms-of-service/
-- Review Privacy Policy at: https://uizard.io/privacy-policy/
-- Check for enterprise licensing terms
+- Offers Free, Pro, Business, and Enterprise plans
+- Business and Enterprise plans designed for commercial use
+- Supports team collaboration and enterprise workflows
+- AI-powered UI generation from screenshots, text, or wireframes
 
 ### Model Training on User Data
-**Status:** [TO BE RESEARCHED]
+**Status:** 🚨 **USES DATA FOR TRAINING ON FREE/PRO - ENTERPRISE EXEMPT**
 
-**Key Questions:**
-- Does Uizard use uploaded designs/screenshots for AI model training?
-- Can users opt-out of data usage for training?
-- Are enterprise accounts exempt from training data collection?
-
-**Sources to Check:**
-- Privacy Policy section on "How We Use Your Data"
-- Terms of Service regarding user content
-- Enterprise documentation
-
-### Data Retention Policies
-**Status:** [TO BE RESEARCHED]
+**From Uizard's Terms & Privacy Policy:**
+- **Free/Pro Plans:** Designs uploaded (screens, wireframes, etc.) **CAN be used to fine-tune Uizard's AI models**
+- **Business/Enterprise Plans:** Customer data is **NOT used for model training**
+- Enterprise plans include "AI data SLA" to govern data usage and security
 
 **Key Findings:**
-- Data retention period: [TO BE RESEARCHED]
-- Data deletion policies: [TO BE RESEARCHED]
-- User control over data: [TO BE RESEARCHED]
+- ⚠️ **Free and Pro tiers allow training on your designs**
+- ✅ **Business/Enterprise plans protect your data from training**
+- Similar risk profile to Lovable (opt-out required for lower tiers)
+- Output designs are non-exclusive (could be similar for different users)
+
+**Enterprise Consideration:**
+- Must use Business or Enterprise tier for proprietary design work
+- AI data SLA contractually ensures no model training on your data
+- Free/Pro usage would expose design concepts to Uizard's training pipeline
+
+### Data Retention Policies
+**Status:** ⚠️ TIER-DEPENDENT
+
+**Key Findings:**
+- Data handling differs by plan tier
+- Enterprise plans include data retention controls
+- Business/Enterprise: Data governed by SLA
+- Free/Pro: Standard retention (likely indefinite for training purposes)
+- Users retain ownership of design artifacts across all tiers
 
 ### Data Sharing Practices
-**Status:** [TO BE RESEARCHED]
+**Status:** ✅ NO THIRD-PARTY SHARING
 
 **Third-Party Sharing:**
-- Analytics providers: [TO BE RESEARCHED]
-- Cloud infrastructure: [TO BE RESEARCHED]
-- AI service providers: [TO BE RESEARCHED]
+- No indication of design data sharing with third parties
+- Cloud infrastructure used for processing
+- Designs stored on Uizard's servers
+- Business/Enterprise: Isolated customer data
+
+**Infrastructure:**
+- Cloud-based SaaS platform
+- Enterprise tier includes enhanced security controls
+- Private workspaces for team collaboration
 
 ### IP & Confidentiality Concerns
-**Status:** [TO BE RESEARCHED]
+**Status:** ✅ USER OWNS DESIGNS (with caveats)
 
 **Intellectual Property:**
-- Who owns generated designs: [TO BE RESEARCHED]
-- Confidentiality guarantees: [TO BE RESEARCHED]
-- NDAs available for enterprise: [TO BE RESEARCHED]
+- You retain ownership of your design artifacts
+- Output designs are non-exclusive (no guaranteed uniqueness)
+- Multiple users could receive similar AI-generated designs
+- Enterprise plans include confidentiality protections via SLA
+
+**Confidentiality:**
+- Free/Pro: Designs may be used for AI training (reduces confidentiality)
+- Business/Enterprise: AI data SLA provides contractual protections
+- No public NDAs mentioned for Free/Pro
+- Enterprise tier likely includes custom NDAs
 
 ---
 
 ## Pricing & Plans
 
+### Pricing Model
+**Structure:** Tiered subscription with AI generation limits
+
 ### Free Tier
-**Availability:** [TO BE RESEARCHED]
+**Availability:** ✅ YES
 
 **Features Included:**
-- [TO BE RESEARCHED]
+- 2 projects
+- 3 AI generations per month
+- Basic design features
+- Screenshot-to-design conversion
 
 **Limitations:**
-- Project limit: [TO BE RESEARCHED]
-- Export options: [TO BE RESEARCHED]
-- Collaboration features: [TO BE RESEARCHED]
-- AI generation credits: [TO BE RESEARCHED]
-- Duration: [TO BE RESEARCHED]
+- ⚠️ **Designs may be used for AI model training**
+- Very limited AI generation quota
+- Minimal project capacity
+- Not suitable for proprietary/commercial work
 
 ### Paid Plans
 
-#### [Plan Name 1] - [TO BE RESEARCHED]
-**Price:** [TO BE RESEARCHED]
+#### Pro Plan - $12/month
 **Features:**
-- [TO BE RESEARCHED]
+- 100 projects
+- 500 AI generations per month
+- Enhanced export options
+- Team collaboration features
 
-#### [Plan Name 2] - [TO BE RESEARCHED]
-**Price:** [TO BE RESEARCHED]
-**Features:**
-- [TO BE RESEARCHED]
+**⚠️ Warning:** Designs still may be used for AI training
 
-#### Enterprise Plan
-**Price:** [TO BE RESEARCHED]
+#### Business Plan - $39/month
 **Features:**
-- [TO BE RESEARCHED]
+- Unlimited projects
+- 5,000 AI generations per month
+- ✅ **Data NOT used for model training**
+- Enhanced team features
+- Priority support
+
+#### Enterprise Plan - Custom Pricing
+**Features:**
+- Unlimited projects
+- Unlimited AI generations
+- ✅ **AI data SLA (contractual no-training guarantee)**
+- Custom team configurations
+- Dedicated support
+- Enhanced security controls
+- Custom agreements available
 
 ### Usage Limits
-- **AI Requests/Credits:** [TO BE RESEARCHED]
-- **Users per account:** [TO BE RESEARCHED]
-- **Projects:** [TO BE RESEARCHED]
-- **Storage:** [TO BE RESEARCHED]
-- **Export frequency:** [TO BE RESEARCHED]
+- **Free:** 3 AI generations/month, 2 projects
+- **Pro:** 500 AI generations/month, 100 projects
+- **Business:** 5,000 AI generations/month, unlimited projects
+- **Enterprise:** Unlimited generations and projects
 
 ---
 
 ## Enterprise Compatibility Assessment
 
-### Strengths
-- [TO BE FILLED AFTER RESEARCH]
+### Strengths ✅
+- Clear separation between free/pro and enterprise data policies
+- AI data SLA provides contractual protection (Enterprise)
+- User retains ownership of design artifacts
+- Unlimited AI generations on Enterprise tier
+- No third-party data sharing
+- Suitable for rapid UI prototyping and mockups
 
-### Concerns
-- [TO BE FILLED AFTER RESEARCH]
+### Concerns 🚨
+- **MAJOR:** Free and Pro plans use designs for AI training
+- Output designs are non-exclusive (similarity possible across users)
+- Business tier required minimum to avoid training usage
+- AI generation limits on lower tiers
+- No public information on data retention periods (Free/Pro)
+
+### Red Flags
+- ⚠️ **DO NOT USE FREE/PRO TIERS FOR PROPRIETARY DESIGNS**
+- Designs uploaded on lower tiers will be used to improve Uizard's AI
+- Could expose unique UI concepts to the training dataset
+- Non-exclusive outputs mean competitors might get similar designs
 
 ### Recommendations
-- [TO BE FILLED AFTER RESEARCH]
+
+**✅ APPROVED FOR ENTERPRISE USE - BUSINESS/ENTERPRISE TIERS ONLY**
+
+**For Enterprise Use:**
+- **REQUIRED:** Use Business or Enterprise plan only
+- Ensure AI data SLA is included in contract
+- Verify contractual clause: "customer data not used for AI training"
+- Request explicit data retention and deletion policies
+- Consider Enterprise tier for unlimited usage in hackathons
+
+**Best For:**
+- Rapid UI/UX prototyping from sketches or screenshots
+- Low-fidelity wireframe generation
+- Quick mockup creation during ideation phases
+- Teams needing fast UI iteration
+
+**Not Recommended For:**
+- Highly proprietary or innovative UI designs (even on Business/Enterprise, outputs are non-exclusive)
+- Organizations requiring 100% unique design outputs
+- Free/Pro tier usage with any proprietary work
+
+**Comparison to Alternatives:**
+- **UX Pilot:** Does NOT train on customer designs (any tier) - safer default
+- **Galileo AI:** Similar concerns (Free tier outputs are public)
+- **Lovable:** Similar opt-out model required for lower tiers
+
+**For Hack Days:**
+- ✅ Safe to use IF Business or Enterprise tier is available
+- ⚠️ DO NOT use Free/Pro for proprietary hackathon projects
+- Consider time-boxed Business tier subscription for event
+- Ensure all team members understand tier restrictions
 
 ---
 
 ## Sources & References
 
-1. **Privacy Policy:** https://uizard.io/privacy-policy/
-2. **Terms of Service:** https://uizard.io/terms-of-service/
-3. **Pricing Page:** https://uizard.io/pricing/
-4. **Enterprise Documentation:** [TO BE RESEARCHED]
-5. **Additional Sources:** [TO BE ADDED]
+1. **ChatGPT Evaluation Report** - Uizard Terms and Privacy analysis (C:\source\repos\ai_tools_evaluation\chatGPT_report.md)
+2. **Uizard Website:** https://uizard.io
+3. **Uizard Terms of Service** (referenced in ChatGPT report)
+4. **Uizard Pricing:** https://uizard.io/pricing (referenced in analysis)
 
 ---
 
 ## Notes
 - Last Updated: 2026-02-02
-- Evaluator Notes: [ADD YOUR OBSERVATIONS]
+- Evaluator: Claude Code based on ChatGPT findings
+- **Critical Finding:** Uizard follows tiered data usage model - Free/Pro allow training, Business/Enterprise do not
+- **Action Required:** Verify AI data SLA in Business/Enterprise contracts before procurement
+- **Similar Profile:** Comparable to Lovable's tiered privacy model
+
+---
+
+## ⚠️ PROCUREMENT ALERT
+
+**This tool requires tier-specific approval due to data training policy.**
+
+Before using Uizard:
+1. Determine acceptable use tier for your organization
+2. **DO NOT approve Free/Pro tiers for proprietary work**
+3. Ensure Business or Enterprise tier with AI data SLA
+4. Get written confirmation of no-training clause
+5. Consider UX Pilot as alternative (no training on any tier)
+6. Note: Even with Enterprise, outputs are non-exclusive
+
+**Recommended Tier:** Business (minimum) or Enterprise (preferred)